Self-organizing map artificial neural networks and sequential Gaussian simulation technique for mapping potentially toxic element hotspots in polluted mining soils
出版年份 2020 全文链接
标题
Self-organizing map artificial neural networks and sequential Gaussian simulation technique for mapping potentially toxic element hotspots in polluted mining soils
作者
关键词
Self-organizing map artificial neural networks, Potentially toxic elements, k–, means clustering, Czech Republic, Conditional Gaussian simulations
出版物
JOURNAL OF GEOCHEMICAL EXPLORATION
Volume 222, Issue -, Pages 106680
出版商
Elsevier BV
发表日期
2020-10-31
DOI
10.1016/j.gexplo.2020.106680
参考文献
相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。- Structural equation modeling of the interactions between trace elements and soil organic matter in semiarid soils
- (2020) N. M. Kebonye et al. International Journal of Environmental Science and Technology
- Regional geochemical zonation of cultivated floodplains–Application of multi-element associations for soil quality evaluation along the Ohře (Eger) River, Czech Republic
- (2020) Jan Skála et al. JOURNAL OF GEOCHEMICAL EXPLORATION
- Geostatistical mapping and quantitative source apportionment of potentially toxic elements in top- and sub-soils: A case of suburban area in Beijing, China
- (2020) Xu-Chuan Duan et al. ECOLOGICAL INDICATORS
- Elucidating the differentiation of soil heavy metals under different land uses with geographically weighted regression and self-organizing map
- (2020) Zhan Wang et al. ENVIRONMENTAL POLLUTION
- Improved heavy metal mapping and pollution source apportionment in Shanghai City soils using auxiliary information
- (2019) Xufeng Fei et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Exploring the database of a soil environmental survey using a geo-self-organizing map: A pilot study
- (2019) Xiaoyong Liao et al. Journal of Geographical Sciences
- Zirconium as a suitable reference element for estimating potentially toxic element enrichment in treated wastewater discharge vicinity
- (2019) Ndiye M. Kebonye et al. ENVIRONMENTAL MONITORING AND ASSESSMENT
- Remediation techniques for heavy metal-contaminated soils: Principles and applicability
- (2018) Lianwen Liu et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Using self-organizing map for coastal water quality classification: Towards a better understanding of patterns and processes
- (2018) Tao Li et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Multivariate Mapping of Heavy Metals Spatial Contamination in a Cu–Ni Exploration Field (Botswana) Using Turning Bands Co-simulation Algorithm
- (2018) Peter N. Eze et al. Natural Resources Research
- Heavy metal distribution between fractions of humic substances in heavily polluted soils
- (2018) L. Borůvka et al. PLANT SOIL AND ENVIRONMENT
- Multivariate receptor models and robust geostatistics to estimate source apportionment of heavy metals in soils
- (2018) Jianshu Lv ENVIRONMENTAL POLLUTION
- Digital mapping and spatial characteristics analyses of heavy metal content in reclaimed soil of industrial and mining abandoned land
- (2018) Shiwen Zhang et al. Scientific Reports
- Migration of risk elements within the floodplain of the Litavka River, the Czech Republic
- (2018) K. Kotková et al. GEOMORPHOLOGY
- Modelling the potential mobility of Cd, Cu, Ni, Pb and Zn in Mollic Fluvisols
- (2017) Thilo Rennert et al. ENVIRONMENTAL GEOCHEMISTRY AND HEALTH
- Interaction between selenium and soil organic matter and its impact on soil selenium bioavailability: A review
- (2017) Zhe Li et al. GEODERMA
- Modeling and mapping of cadmium in soils based on qualitative and quantitative auxiliary variables in a cadmium contaminated area
- (2017) Shanshan Cao et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Spatial Distribution of Heavy Metals and the Environmental Quality of Soil in the Northern Plateau of Spain by Geostatistical Methods
- (2017) Fernando Santos-Francés et al. International Journal of Environmental Research and Public Health
- Assessment of Heavy Metal Pollution in Topsoil around Beijing Metropolis
- (2016) Ranhao Sun et al. PLoS One
- Heavy metal accumulation related to population density in road dust samples taken from urban sites under different land uses
- (2016) Juan Manuel Trujillo-González et al. SCIENCE OF THE TOTAL ENVIRONMENT
- A Review of Flood-Related Storage and Remobilization of Heavy Metal Pollutants in River Systems
- (2016) Dariusz Ciszewski et al. WATER AIR AND SOIL POLLUTION
- Fractionation and mobilization of toxic elements in floodplain soils from Egypt, Germany, and Greece: A comparison study
- (2015) Sabry M. Shaheen et al. EURASIAN SOIL SCIENCE
- Pollutant dispersal and stability in a severely polluted floodplain: A case study in the Litavka River, Czech Republic
- (2015) T. Nováková et al. JOURNAL OF GEOCHEMICAL EXPLORATION
- Self-organizing map clustering technique for ANN-based spatiotemporal modeling of groundwater quality parameters
- (2015) Vahid Nourani et al. JOURNAL OF HYDROINFORMATICS
- Contents of Potentially Toxic Elements in Forest Soils of the Jizera Mountains Region
- (2014) Michaela Kváčová et al. ENVIRONMENTAL MODELING & ASSESSMENT
- Characterizing effects of landscape and morphometric factors on water quality of reservoirs using a self-organizing map
- (2014) Young-Seuk Park et al. ENVIRONMENTAL MODELLING & SOFTWARE
- Social-Ecological Patterns of Soil Heavy Metals Based on a Self-Organizing Map (SOM): A Case Study in Beijing, China
- (2014) Binwu Wang et al. International Journal of Environmental Research and Public Health
- Application of structural equation modeling for assessing relationships between organic carbon and soil properties in semiarid Mediterranean region
- (2013) N. Brahim et al. International Journal of Environmental Science and Technology
- Comparison of regression and kriging techniques for mapping the average annual precipitation of Turkey
- (2012) P.A. Bostan et al. International Journal of Applied Earth Observation and Geoinformation
- Distribution and potential source evaluation of heavy metals in prominent soils of Accra Plains, Ghana
- (2010) Peter N. Eze et al. GEODERMA
- Self-organizing map artificial neural network application in multidimensional soil data analysis
- (2010) Hasan Merdun NEURAL COMPUTING & APPLICATIONS
- Assessment of Self-Organizing Map artificial neural networks for the classification of sediment quality
- (2008) Manuel Alvarez-Guerra et al. ENVIRONMENT INTERNATIONAL
- Geostatistical conditional simulation for the assessment of contaminated land by abandoned heavy metal mining
- (2008) Adem Ersoy et al. ENVIRONMENTAL TOXICOLOGY
- Combined Chemical and Mineralogical Evidence for Heavy Metal Binding in Mining- and Smelting-Affected Alluvial Soils
- (2008) A. VANĚK et al. PEDOSPHERE
- Review of the self-organizing map (SOM) approach in water resources: Analysis, modelling and application
- (2007) A.M. Kalteh et al. ENVIRONMENTAL MODELLING & SOFTWARE
Add your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload NowBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started